From 039cc1104cdf4fb326ca5e6c1a1a9ba5a47db559 Mon Sep 17 00:00:00 2001 From: Berack96 Date: Fri, 18 Apr 2025 12:10:16 +0200 Subject: [PATCH] Update README.md to clarify example networks and add detailed experimental results; include new plot image for better visualization --- README.md | 129 +++++++++--------- image/README/1744966407854.png | Bin 0 -> 89577 bytes src/main/java/net/berack/upo/valpre/Plot.java | 3 +- 3 files changed, 64 insertions(+), 68 deletions(-) create mode 100644 image/README/1744966407854.png diff --git a/README.md b/README.md index 0a331c5..6a9d4ec 100644 --- a/README.md +++ b/README.md @@ -1,113 +1,108 @@ # Valutazione delle Prestazioni -Il progetto riguarda un simulatore ad eventi discreti. -Il simulatore è iniziato con il lavoro trovato sul libro di testo [Discrete-Event System Simulation](https://www.pearson.com/en-us/subject-catalog/p/discrete-event-system-simulation/P200000003161/9780136062127) al Capitolo 4, per poi esser personalizzato e modificato radicalmente. +Questo progetto consiste in un simulatore ad eventi discreti. Il simulatore è stato inizialmente sviluppato seguendo il materiale del libro [Discrete-Event System Simulation](https://www.pearson.com/en-us/subject-catalog/p/discrete-event-system-simulation/P200000003161/9780136062127) (Capitolo 4), per poi essere personalizzato e profondamente modificato. -Il risultato è la creazione in una libreria per la simulazione di eventi discreti nella quale si può scegliera la topologia e la quantità di nodi nella rete da simulare. +Il risultato finale è una libreria per la simulazione di eventi discreti, che consente di configurare la topologia e il numero di nodi della rete da simulare. > [!IMPORTANT] -> Il JAR risultante che si trova nelle [Releases](https://github.com/Berack96/upo-valpre/releases).\ -> La versione di Java usata è la 23 (precisamente la [23.0.1](https://www.oracle.com/java/technologies/javase/jdk23-archive-downloads.html)). +> Il file JAR generato è disponibile nella sezione [Releases](https://github.com/Berack96/upo-valpre/releases).\ +> La libreria è stata sviluppata utilizzando Java 23, versione [23.0.1](https://www.oracle.com/java/technologies/javase/jdk23-archive-downloads.html). ## Comandi Jar -Il JAR viene invocato tramite il classico comando java: `java -jar upo-valpre.jar` al quale si aggiungono vari argomenti successivi in base a cosa si vuole fare: +Il file JAR può essere eseguito tramite il comando standard `java -jar upo-valpre.jar`, seguito da specifici argomenti in base all'operazione desiderata: * `java -jar upo-valpre.jar interactive`\ -Usato per avviare una sessione interattiva per la creazione di una rete. Da usare se la rete è relativamente breve da descrivere, altrimenti è più comodo usare il codice della libreria per la generazione della rete.\ -Una volta scelta la rete è necessario salvarla in un file per la successiva simulazione e analisi. +Avvia una sessione interattiva per creare una rete. Questa modalità è consigliata per reti di dimensioni ridotte; per reti più complesse, è preferibile utilizzare il codice della libreria per generare la rete.\ +Una volta configurata la rete, è necessario salvarla in un file per eseguire simulazioni e analisi successive. + * `java -jar upo-valpre.jar simulation -net [other]`\ -Usato per avviare una simulazione della rete. Nel caso la rete non abbia eventuali limiti nella generazione di arrivi, viene restituito un errore. -Esistono vari tipi di argomenti per scegliere come fare la simulazione: - * `-runs ` per fare la simulazione N volte - * `-seed ` per dare un seed iniziale scelto - * `-i ` per scegliere gli indici di terminazione delle run di simulazione quando l'intervallo di confidenza associato è raggiunto. Viene ignorato il comando -p se questa opzione è attiva. Il formato da usare è\ +Esegue una simulazione della rete specificata. Se la rete non include limiti per la generazione degli arrivi, verrà restituito un errore. Gli argomenti disponibili per personalizzare la simulazione includono: + * `-runs `: Esegue la simulazione N volte. + * `-seed `: Imposta un seed iniziale per la generazione casuale. + * `-i `: Specifica gli indici di terminazione delle simulazioni basati sugli intervalli di confidenza. Ignora l'opzione `-p` se attiva. Formato:\ **\[nodo:statistica=confidenza:errore%\];\[..\]** - * `-csv ` per salvare i risultati delle run in un file csv - * `-p` per fare le simulazioni in parallelo (ovvero su più thread) - * `-end ` per scegliere quando la simulazione finisce nel caso non ci siano dei source limitati nella creazione di arrivi. La tipologia di fine simulazione la si può trovare dentro `EndCriteria` (ovvero MaxArrivals, MaxDepartures, MaxTime) e la formattazione da usare per passare il parametro è la seguente:\ + * `-csv `: Salva i risultati delle simulazioni in un file CSV. + * `-p`: Esegue simulazioni in parallelo (su più thread). + * `-end `: Definisce i criteri di terminazione della simulazione per reti senza limiti di arrivi. I criteri disponibili sono definiti in `EndCriteria` (MaxArrivals, MaxDepartures, MaxTime). Formato:\ **\[tipo:param1,..,paramN\];\[..\]** + * `java -jar upo-valpre.jar plot -csv `\ -Mostra (con un ambiente grafico) una finestra nella quale si può scegliere quale nodo vedere e ogni statistica associata ad esso. Di seguito un'immagine di esempio:\ +Avvia un'interfaccia grafica per visualizzare i risultati. È possibile selezionare un nodo e analizzare le statistiche associate. Esempio di visualizzazione:\ ![1738603552417](image/README/1738603552417.png) ## Classi Interne -Esistono molteplici classi interne che vengono usate per supportare la simulazione e/o mostrare i risultati. In generale le classi dentro il percorso [net.berack.upo.valpre](src/main/java/net/berack/upo/valpre) sono usate per l'utilizzo del jar e quindi non sono essenziali per la simulazione. -I percorsi che invece sono direttamente responsabili per la simulazione sono: -- [net.berack.upo.valpre.rand](src/main/java/net/berack/upo/valpre/rand) All'interno del quale si possono trovare: - - **Rng** che viene usato per il calcolo di numeri pseudo-casuali tramite un seed iniziale e la generazione di molteplici stream di generazione di numeri casuali - - **Distribution** interfaccia usata per la generazione di un numero casuale di una distribuzione. In questo file esistono molteplici classi interne che implementano l'interfaccia; per esempio: Exponential, Normal, Uniform -- [net.berack.upo.valpre.sim](src/main/java/net/berack/upo/valpre/sim) Package che contiene tutte le parti utili alla simulazione; per esempio la creazione della rete o la simulazione si più thread: - - **Net** che viene usato per rappresentare una rete da simulare. - - **ServerNode** che viene usato per rappresentare un singolo nodo della rete. - - **Event** che viene usato per rappresentare un evento della simulazione. - - **EndCriteria** interfaccia che viene implementata dalle classi interne usata per controllare se e quando la simulazione debba finire. - - **Simulation** e **SimulationMultiple** che vengono usate per far partire la simulazione; la versione multiple serve ad organizzare molteplici simulazioni su più thread o su un singolo core. -- [net.berack.upo.valpre.sim.stats](src/main/java/net/berack/upo/valpre/sim/stats) Package che contiene tutte le classi utili per la raccolta e l'analisi statistica dei vari valori generati dalla simulazione: - - **Result** il risultato di una run e la sua classe interna **Result.Summary** che contiene molteplici risultati di run già analizzati. - - **NodeStats** contiene indici statistici di un nodo e la sua classe interna **NodeStats.Summary** che contiene molteplici indici statistici già analizzati. - - **ConsoleTable** utile per mostrare i risultati in console sottoforma di tabella - - **CsvResult** utile per la lettura/scrittura dei risultati in formato csv +Il progetto include diverse classi interne per supportare la simulazione e la visualizzazione dei risultati. Le classi nel package [net.berack.upo.valpre](src/main/java/net/berack/upo/valpre) sono principalmente utili per l'uso del JAR e non sono essenziali per la simulazione. Le classi principali per la simulazione si trovano nei seguenti package: + +- [net.berack.upo.valpre.rand](src/main/java/net/berack/upo/valpre/rand): Contiene: + - **Rng**: Generatore di numeri pseudo-casuali con supporto per stream multipli. + - **Distribution**: Interfaccia per la generazione di numeri casuali secondo diverse distribuzioni (es. Exponential, Normal, Uniform). + +- [net.berack.upo.valpre.sim](src/main/java/net/berack/upo/valpre/sim): Include: + - **Net**: Rappresenta una rete da simulare. + - **ServerNode**: Modella un singolo nodo della rete. + - **Event**: Rappresenta un evento della simulazione. + - **EndCriteria**: Interfaccia per definire i criteri di terminazione della simulazione. + - **Simulation** e **SimulationMultiple**: Avviano la simulazione; la seconda consente l'esecuzione su più thread. + +- [net.berack.upo.valpre.sim.stats](src/main/java/net/berack/upo/valpre/sim/stats): Contiene classi per l'analisi statistica: + - **Result**: Rappresenta i risultati di una simulazione. + - **NodeStats**: Contiene statistiche relative ai nodi. + - **ConsoleTable**: Mostra i risultati in formato tabellare. + - **CsvResult**: Gestisce la lettura/scrittura dei risultati in formato CSV. ## Esempi -Nel jar sono presenti già 2 reti per fare degli esperimenti e/o testare se il tool funziona correttamente. Per poter vedere una run usando questi esempi basta far partire il tool in modalità interattiva e scegliere di caricare gli esempi.\ -`java -jar upo-valpre.jar interactive`\ -Questa libreria è stata confrontata con il tool [JMT](https://jmt.sourceforge.net/Download.html); le reti usate per fare il confronto si possono trovare sotto [le risorse del test](src/test/resources) e in esse ci sono anche i risultati ottenuti dalle run.\ -Inoltre in alcune istanze state modificate le due reti di esempio in modo da mostrare cosa succede con l'aumento del numero di clienti nel sistema e cambiando la distribuzione di servizio di un nodo. Ogni valore ottenuto ha un sample di 1000 simulazioni. I risultati possono essere presi dal seguente [link](https://docs.google.com/spreadsheets/d/1yM1fvlpc2mIIpRe8M7_ry8m3DC3ZxNA204mM60O2hoQ/edit?usp=sharing)\ -Le distribuzioni usate hanno tutte la stessa media μ: +Il JAR include due reti di esempio utili per esperimenti o per verificare il corretto funzionamento del tool. Per eseguire una simulazione con questi esempi, avviare il tool in modalità interattiva e caricare gli esempi:\ +`java -jar upo-valpre.jar interactive` + +Oltre ad una verifica semplice che il tool funzioni, sono stati condotti ulteriori esperimenti sulle due reti di esempio, modificando progressivamente il numero di clienti nel sistema e variando la distribuzione di servizio di un nodo, mantenendo invariata la media (μ). Ogni esperimento è stato eseguito con un campione di 1000 simulazioni. I risultati dettagliati sono disponibili a questo [link](https://docs.google.com/spreadsheets/d/1yM1fvlpc2mIIpRe8M7_ry8m3DC3ZxNA204mM60O2hoQ/edit?usp=sharing) nei fogli colorati di verde (net1_incremental, net2_incremental, pivot1, pivot2).\ +Le distribuzioni usate hanno tutte la stessa media μ e sono state create con questi parametri: - Normale(μ, 0.6) - Uniforme(μ - (μ\*0.1), μ + (μ\*0.1)) - Esponenziale(1/μ) - Erlang(5, 5/μ) - Iperesponenziale(p=\[0.5, 0.5\], e=\[1/(μ\*0.5), 1/(μ\*1.5)\]) - ### Primo esempio ![1741862746304](image/README/1741862746304.png)\ -Il primo è `example1`; è una rete composta da una fonte di clienti (Source) che arrivano con tasso esponenziale (λ=0.222 e quindi media 4.5) e un centro di servizio (Queue) con tasso di servizio distribuito come una normale (μ=3.2, σ=0.6).\ -Se si effettua una simulazione si vedranno i risultati sulla console in questo modo:\ +`example1` è una rete con una fonte di clienti (Source) che arrivano con tasso esponenziale (λ=0.222, media 4.5) e un centro di servizio (Queue) con tasso di servizio distribuito come una normale (μ=3.2, σ=0.6).\ +Esempio di risultati in console:\ ![1741860064265](image/README/1741860064265.png) -O se si utilizza la parte grafica si possono vedere i risultati della Queue con l'incertezza:\ +Risultati grafici con incertezza:\ ![1744786768084](image/README/1744786768084.png) -Il tool JMT con la stessa rete produce i seguenti risultati che sono molto simili a quelli prodotti dalla libreria: -``` -Response Time (Queue) 7.3022 con range [7.1456, 7.4589] -Throughput (Queue) 0.2226 con range [0.2182, 0.2271] -Utilization (Queue) 0.7111 con range [0.6959, 0.7262] -``` +Modificando la distribuzione di servizio del nodo "Queue", si osservano variazioni nei valori medi della coda, del tempo di attesa e del tempo di risposta, mentre l'utilizzo e il throughput rimangono invariati.\ +![1742150755381](image/README/1742150755381.png) -Successivamente ho cambiato la distribuzione di servizio usata dal nodo "Queue".\ -Come si può notare l'utilizzo e il throughput rimangono pressochè invariati tra le varie distribuzioni, ma convergono con l'aumentare dei clienti.\ -I valori che cambiano sono il **numero medio della coda**, il **tempo medio di attesa** e, di conseguenza, anche il **tempo medio di risposta**.\ -![1742150755381](image/README/1742150755381.png)\ Di seguito si può vedere il cambiamento del tempo medio di attesa, il numero medio della coda e l'utilizzazione al variare del numero di clienti nel sistema.\ ![1742556358341](image/README/1742556358341.png) ### Secondo esempio ![1741863043733](image/README/1741863043733.png)\ -Il secondo esempio è `example2`; è una rete composta da una fonte di clienti (Source) che arrivano con tasso esponenziale (λ=1.5 e quindi media 0.666), un centro di servizio (Service1) con tasso di servizio distribuito come una esponenziale (λ=2.0 e quindi media 0.5) e un altro centro di servizio (Service2) con tasso di servizio distribuito come una esponenziale (λ=3.5 e quindi media 0.2857) e con un tempo di indisponibilità che viene attivato con probabilità 10% e distribuito con una eseponenziale (λ=10.0 e quindi media 0.1)\ -Se si effettua una simulazione si vedranno i risultati sulla console in questo modo:\ +`example2` è una rete con una fonte di clienti (Source) che arrivano con tasso esponenziale (λ=1.5, media 0.666), un centro di servizio (Service1) con tasso esponenziale (λ=2.0, media 0.5) e un altro centro di servizio (Service2) con tasso esponenziale (λ=3.5, media 0.2857) e un tempo di indisponibilità distribuito esponenzialmente (λ=10.0, media 0.1) con probabilità 10%.\ +Esempio di risultati in console:\ ![1741862486547](image/README/1741862486547.png) -O se si utilizza la parte grafica si possono vedere i risultati del Service2 con l'incertezza:\ +Risultati grafici con incertezza:\ ![1744786814771](image/README/1744786814771.png) -Il tool JMT con la stessa rete produce i seguenti risultati che sono molto simili a quelli prodotti dalla libreria: -``` -Response Time (Service1) 2.0115 con range [1.9671, 2.0559] -Response Time (Busy2) 0.2858 con range [0.2816, 0.2899] -Response Time (Queue2) 0.2318 con range [0.2250, 0.2387] -Utilization (Service1) 0.7472 con range [0.7410, 0.7534] -Number of Customers (Busy2) 0.4285 con range [0.4248, 0.4322] -Number of Customers (Calibration) 0.0149 con range [0.0148, 0.0151] -Throughput del Sistema 1.5094 con range [1.5005, 1.5183] -``` +Anche in questo caso, modificando la distribuzione di servizio del nodo "Service2", si osservano variazioni nei valori medi della coda e del tempo di attesa, mentre l'utilizzo e il throughput rimangono invariati.\ +![1744793029362](image/README/1744793029362.png) -Successivamente ho cambiato la distribuzione di servizio usata dal nodo "Service2".\ -Anche in questo caso l'utilizzo e il throughput rimangono pressochè invariati e convergono con l'aumentare dei clienti nel sistema, ma cambiano il **numero medio della coda** e il **tempo medio di attesa**.![1744793029362](image/README/1744793029362.png)\ Una particolarità di questa rete è il basso valore atteso per il tempo di servizio. Questo, in concomitanza con il resample in caso di valori negativi, fa si di aumentare la media della Distribuzione Normale. Nei grafici seguenti è stata inclusa la Normale solo nell'ultimo per mostrare la differenza rispetto le altre distribuzioni.\ ![1742632017987](image/README/1742632017987.png) + +### Confronto con JMT + +Il tool JMT con le stesse reti di base (ovvero senza cambiare la Distribuzione) ottiene risultati simili al simulatore. Essi si possono trovare al seguente [link](https://docs.google.com/spreadsheets/d/1yM1fvlpc2mIIpRe8M7_ry8m3DC3ZxNA204mM60O2hoQ/edit?usp=sharing) nei fogli colorati di blu (example1, example2, Riassunto) oppure direttamente dalla seguente tabella:\ +![1744966407854](image/README/1744966407854.png) + +Si possono notare due note messe nella tabella che servono ad indicare da dove vengono presi alcuni dati: La response, l'utilization% e l'unavailable% di Service2.\ +Infatti essi si possono derivare da alcuni dati presenti dentro il simulatore JMT: +- Response: è il totale dato da Queue2 + Busy2 dato che il primo indica l'attesa della coda, mentre il secondo indica il tempo medio di servizio. +- Utilizazion%: è il valore preso dal numero medio di customer di Busy2. In questo caso indica proprio quanto la stazione (essendo single server) è occupata. +- Unavailable%: è il valore preso dal numero medio di customer di Calibration. 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HcmV?d00001 diff --git a/src/main/java/net/berack/upo/valpre/Plot.java b/src/main/java/net/berack/upo/valpre/Plot.java index 471cd12..a5ccbd9 100644 --- a/src/main/java/net/berack/upo/valpre/Plot.java +++ b/src/main/java/net/berack/upo/valpre/Plot.java @@ -144,7 +144,8 @@ public class Plot { var model = this.statList.getModel(); var avg = summary.average; - var err = summary.calcError(0.95); + var err = summary.calcError(0.95) + .apply(val -> val / 2); // Done to get the error for the mean value for (int i = 0; i < model.getSize(); i++) { var entry = model.getElementAt(i);